This paper presents three different multi-objective optimization strategies for a high specific speed centrifugal volute pump design. This work was done as part of a collaboration with Franklin Electric. The objectives of the optimization consist of maximizing the efficiency and minimizing the cavitation while maintaining the Euler head.